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def | __init__ (self) |
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def | info (self) |
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def | to_json (self) |
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def | create_HierarchicalStructure (self) |
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def | create_SummingMatrix (self) |
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def | create_all_levels_dataset (self, df) |
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def | addVars (self, df) |
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def | transformDataset (self, df) |
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def | create_all_levels_models (self, iAllLevelsDataset, H, iDateColumn) |
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def | fit (self) |
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def | getModelInfo (self) |
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def | plot (self, name=None) |
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def | standrdPlots (self, name=None) |
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def | forecastAllModels (self, iAllLevelsDataset, H, iDateColumn) |
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def | computeTopDownHistoricalProportions (self, iForecast_DF) |
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def | computeTopDownForecastedProportions (self, iForecast_DF) |
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def | computeBottomUpForecast (self, iForecast_DF, level, signal, iPrefix="BU") |
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def | computeBottomUpForecasts (self, iForecast_DF) |
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def | reportOnCombinedForecasts (self, iForecast_DF, iPrefix) |
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def | computeTopDownForecasts (self, iForecast_DF, iProp, iPrefix) |
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def | computeMiddleOutForecasts (self, iForecast_DF, iProp, iMidLevel, iPrefix) |
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def | computeOptimalCombination (self, iForecast_DF) |
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def | forecast (self, iInputDS, iHorizon) |
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